Overview
Brought to you by YData
Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 494021 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 19377 |
| Duplicate rows (%) | 3.9% |
| Total size in memory | 259.0 MiB |
| Average record size in memory | 549.7 B |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 13 |
| Text | 1 |
num_outbound_cmds has constant value "0" | Constant |
is_host_login has constant value "0" | Constant |
| Dataset has 19377 (3.9%) duplicate rows | Duplicates |
count is highly overall correlated with dst_bytes and 9 other fields | High correlation |
diff_srv_rate is highly overall correlated with dst_host_diff_srv_rate and 10 other fields | High correlation |
dst_bytes is highly overall correlated with count and 3 other fields | High correlation |
dst_host_count is highly overall correlated with count and 3 other fields | High correlation |
dst_host_diff_srv_rate is highly overall correlated with count and 11 other fields | High correlation |
dst_host_rerror_rate is highly overall correlated with dst_host_srv_rerror_rate and 2 other fields | High correlation |
dst_host_same_src_port_rate is highly overall correlated with count and 12 other fields | High correlation |
dst_host_same_srv_rate is highly overall correlated with count and 12 other fields | High correlation |
dst_host_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
dst_host_srv_count is highly overall correlated with count and 12 other fields | High correlation |
dst_host_srv_diff_host_rate is highly overall correlated with dst_bytes and 1 other fields | High correlation |
dst_host_srv_rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
dst_host_srv_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
hot is highly overall correlated with is_guest_login and 1 other fields | High correlation |
is_guest_login is highly overall correlated with hot | High correlation |
land is highly overall correlated with outcome | High correlation |
logged_in is highly overall correlated with count and 3 other fields | High correlation |
num_access_files is highly overall correlated with su_attempted | High correlation |
num_compromised is highly overall correlated with hot and 1 other fields | High correlation |
num_root is highly overall correlated with su_attempted | High correlation |
outcome is highly overall correlated with land and 4 other fields | High correlation |
protocol_type is highly overall correlated with count and 6 other fields | High correlation |
rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
root_shell is highly overall correlated with outcome | High correlation |
same_srv_rate is highly overall correlated with diff_srv_rate and 10 other fields | High correlation |
serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
src_bytes is highly overall correlated with count and 11 other fields | High correlation |
srv_count is highly overall correlated with count and 8 other fields | High correlation |
srv_diff_host_rate is highly overall correlated with dst_bytes | High correlation |
srv_rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
srv_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
su_attempted is highly overall correlated with num_access_files and 2 other fields | High correlation |
wrong_fragment is highly overall correlated with outcome | High correlation |
flag is highly imbalanced (71.1%) | Imbalance |
land is highly imbalanced (99.9%) | Imbalance |
wrong_fragment is highly imbalanced (98.3%) | Imbalance |
urgent is highly imbalanced (> 99.9%) | Imbalance |
root_shell is highly imbalanced (99.8%) | Imbalance |
su_attempted is highly imbalanced (> 99.9%) | Imbalance |
num_shells is highly imbalanced (99.9%) | Imbalance |
is_guest_login is highly imbalanced (98.5%) | Imbalance |
outcome is highly imbalanced (65.6%) | Imbalance |
duration is highly skewed (γ1 = 25.86485736) | Skewed |
src_bytes is highly skewed (γ1 = 699.213151) | Skewed |
dst_bytes is highly skewed (γ1 = 136.7592782) | Skewed |
hot is highly skewed (γ1 = 32.62914514) | Skewed |
num_failed_logins is highly skewed (γ1 = 160.8026164) | Skewed |
num_compromised is highly skewed (γ1 = 417.5302281) | Skewed |
num_root is highly skewed (γ1 = 417.0658359) | Skewed |
num_file_creations is highly skewed (γ1 = 192.3347657) | Skewed |
num_access_files is highly skewed (γ1 = 61.20145172) | Skewed |
duration has 481671 (97.5%) zeros | Zeros |
src_bytes has 115342 (23.3%) zeros | Zeros |
dst_bytes has 408258 (82.6%) zeros | Zeros |
hot has 490829 (99.4%) zeros | Zeros |
num_failed_logins has 493958 (> 99.9%) zeros | Zeros |
num_compromised has 491797 (99.5%) zeros | Zeros |
num_root has 493436 (99.9%) zeros | Zeros |
num_file_creations has 493756 (99.9%) zeros | Zeros |
num_access_files has 493567 (99.9%) zeros | Zeros |
serror_rate has 404787 (81.9%) zeros | Zeros |
srv_serror_rate has 405686 (82.1%) zeros | Zeros |
rerror_rate has 464948 (94.1%) zeros | Zeros |
srv_rerror_rate has 464320 (94.0%) zeros | Zeros |
diff_srv_rate has 382021 (77.3%) zeros | Zeros |
srv_diff_host_rate has 459377 (93.0%) zeros | Zeros |
dst_host_same_srv_rate has 11469 (2.3%) zeros | Zeros |
dst_host_diff_srv_rate has 347031 (70.2%) zeros | Zeros |
dst_host_same_src_port_rate has 142860 (28.9%) zeros | Zeros |
dst_host_srv_diff_host_rate has 441889 (89.4%) zeros | Zeros |
dst_host_serror_rate has 399810 (80.9%) zeros | Zeros |
dst_host_srv_serror_rate has 400945 (81.2%) zeros | Zeros |
dst_host_rerror_rate has 458792 (92.9%) zeros | Zeros |
dst_host_srv_rerror_rate has 459805 (93.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-22 14:00:04.306085 |
|---|---|
| Analysis finished | 2024-10-22 14:04:22.594393 |
| Duration | 4 minutes and 18.29 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
duration
Real number (ℝ)
Skewed  Zeros 
| Distinct | 2495 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.979302 |
| Minimum | 0 |
|---|---|
| Maximum | 58329 |
| Zeros | 481671 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 58329 |
| Range | 58329 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 707.74647 |
|---|---|
| Coefficient of variation (CV) | 14.751079 |
| Kurtosis | 942.53024 |
| Mean | 47.979302 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.864857 |
| Sum | 23702783 |
| Variance | 500905.07 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 481671 | |
| 1 | 2476 | 0.5% |
| 2 | 870 | 0.2% |
| 3 | 625 | 0.1% |
| 5 | 554 | 0.1% |
| 2630 | 496 | 0.1% |
| 4 | 413 | 0.1% |
| 14 | 322 | 0.1% |
| 10 | 194 | < 0.1% |
| 7 | 169 | < 0.1% |
| Other values (2485) | 6231 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 481671 | |
| 1 | 2476 | 0.5% |
| 2 | 870 | 0.2% |
| 3 | 625 | 0.1% |
| 4 | 413 | 0.1% |
| 5 | 554 | 0.1% |
| 6 | 157 | < 0.1% |
| 7 | 169 | < 0.1% |
| 8 | 103 | < 0.1% |
| 9 | 121 | < 0.1% |
| Value | Count | Frequency (%) |
| 58329 | 1 | |
| 42448 | 1 | |
| 42088 | 1 | |
| 41065 | 1 | |
| 40929 | 1 | |
| 40806 | 1 | |
| 40682 | 1 | |
| 40571 | 1 | |
| 40448 | 1 | |
| 40339 | 1 |
protocol_type
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.5 MiB |
| icmp | |
|---|---|
| tcp | |
| udp | 20354 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5740687 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | tcp |
|---|---|
| 2nd row | tcp |
| 3rd row | tcp |
| 4th row | tcp |
| 5th row | tcp |
Common Values
| Value | Count | Frequency (%) |
| icmp | 283602 | |
| tcp | 190065 | |
| udp | 20354 | 4.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| icmp | 283602 | |
| tcp | 190065 | |
| udp | 20354 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1765665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1765665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1765665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
service
Text
| Distinct | 66 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.4 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.3699721 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | http |
|---|---|
| 2nd row | http |
| 3rd row | http |
| 4th row | http |
| 5th row | http |
| Value | Count | Frequency (%) |
| ecr_i | 281400 | |
| private | 110893 | 22.4% |
| http | 64293 | 13.0% |
| smtp | 9723 | 2.0% |
| other | 7237 | 1.5% |
| domain_u | 5863 | 1.2% |
| ftp_data | 4721 | 1.0% |
| eco_i | 1642 | 0.3% |
| ftp | 798 | 0.2% |
| finger | 670 | 0.1% |
| Other values (56) | 6781 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2652879 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2652879 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2652879 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
flag
Categorical
Imbalance 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.8 MiB |
| SF | |
|---|---|
| S0 | |
| REJ | 26875 |
| RSTR | 903 |
| RSTO | 579 |
| Other values (6) | 217 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.0605055 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SF |
|---|---|
| 2nd row | SF |
| 3rd row | SF |
| 4th row | SF |
| 5th row | SF |
Common Values
| Value | Count | Frequency (%) |
| SF | 378440 | |
| S0 | 87007 | 17.6% |
| REJ | 26875 | 5.4% |
| RSTR | 903 | 0.2% |
| RSTO | 579 | 0.1% |
| SH | 107 | < 0.1% |
| S1 | 57 | < 0.1% |
| S2 | 24 | < 0.1% |
| RSTOS0 | 11 | < 0.1% |
| S3 | 10 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| sf | 378440 | |
| s0 | 87007 | 17.6% |
| rej | 26875 | 5.4% |
| rstr | 903 | 0.2% |
| rsto | 579 | 0.1% |
| sh | 107 | < 0.1% |
| s1 | 57 | < 0.1% |
| s2 | 24 | < 0.1% |
| rstos0 | 11 | < 0.1% |
| s3 | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1017933 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1017933 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1017933 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
src_bytes
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 3300 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3025.6103 |
| Minimum | 0 |
|---|---|
| Maximum | 6.9337564 × 108 |
| Zeros | 115342 |
| Zeros (%) | 23.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 45 |
| median | 520 |
| Q3 | 1032 |
| 95-th percentile | 1032 |
| Maximum | 6.9337564 × 108 |
| Range | 6.9337564 × 108 |
| Interquartile range (IQR) | 987 |
Descriptive statistics
| Standard deviation | 988218.1 |
|---|---|
| Coefficient of variation (CV) | 326.61777 |
| Kurtosis | 490584.35 |
| Mean | 3025.6103 |
| Median Absolute Deviation (MAD) | 512 |
| Skewness | 699.21315 |
| Sum | 1.494715 × 109 |
| Variance | 9.7657502 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1032 | 228035 | |
| 0 | 115342 | |
| 520 | 52774 | 10.7% |
| 105 | 7370 | 1.5% |
| 147 | 2725 | 0.6% |
| 54540 | 2143 | 0.4% |
| 146 | 2033 | 0.4% |
| 42 | 1069 | 0.2% |
| 8 | 1045 | 0.2% |
| 28 | 984 | 0.2% |
| Other values (3290) | 80501 | 16.3% |
| Value | Count | Frequency (%) |
| 0 | 115342 | |
| 1 | 257 | 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 67 | < 0.1% |
| 7 | 104 | < 0.1% |
| 8 | 1045 | 0.2% |
| 9 | 155 | < 0.1% |
| 10 | 174 | < 0.1% |
| 11 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 693375640 | 1 | < 0.1% |
| 5135678 | 21 | |
| 5133877 | 1 | < 0.1% |
| 5133876 | 30 | |
| 5131424 | 7 | < 0.1% |
| 2500058 | 1 | < 0.1% |
| 2194619 | 22 | |
| 2104380 | 1 | < 0.1% |
| 715240 | 1 | < 0.1% |
| 501760 | 6 | < 0.1% |
dst_bytes
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 10725 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 868.53242 |
| Minimum | 0 |
|---|---|
| Maximum | 5155468 |
| Zeros | 408258 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2417 |
| Maximum | 5155468 |
| Range | 5155468 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 33040.001 |
|---|---|
| Coefficient of variation (CV) | 38.041183 |
| Kurtosis | 20338.143 |
| Mean | 868.53242 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 136.75928 |
| Sum | 4.2907326 × 108 |
| Variance | 1.0916417 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 408258 | |
| 105 | 4451 | 0.9% |
| 147 | 2501 | 0.5% |
| 146 | 2289 | 0.5% |
| 8314 | 2133 | 0.4% |
| 145 | 985 | 0.2% |
| 42 | 921 | 0.2% |
| 330 | 854 | 0.2% |
| 329 | 804 | 0.2% |
| 331 | 793 | 0.2% |
| Other values (10715) | 70032 | 14.2% |
| Value | Count | Frequency (%) |
| 0 | 408258 | |
| 1 | 5 | < 0.1% |
| 4 | 107 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 17 | 29 | < 0.1% |
| 18 | 3 | < 0.1% |
| 20 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5155468 | 1 | |
| 5153771 | 1 | |
| 5153460 | 1 | |
| 5151385 | 1 | |
| 5151154 | 1 | |
| 5151049 | 1 | |
| 5150938 | 1 | |
| 5150877 | 1 | |
| 5150841 | 1 | |
| 5150836 | 1 |
land
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
wrong_fragment
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 3 | 970 |
| 1 | 268 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
urgent
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
hot
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.034518776 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 490829 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.78210258 |
|---|---|
| Coefficient of variation (CV) | 22.65731 |
| Kurtosis | 1127.0172 |
| Mean | 0.034518776 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.629145 |
| Sum | 17053 |
| Variance | 0.61168445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 490829 | |
| 2 | 2192 | 0.4% |
| 28 | 274 | 0.1% |
| 1 | 256 | 0.1% |
| 4 | 112 | < 0.1% |
| 6 | 104 | < 0.1% |
| 5 | 51 | < 0.1% |
| 3 | 38 | < 0.1% |
| 14 | 37 | < 0.1% |
| 22 | 28 | < 0.1% |
| Other values (12) | 100 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 490829 | |
| 1 | 256 | 0.1% |
| 2 | 2192 | 0.4% |
| 3 | 38 | < 0.1% |
| 4 | 112 | < 0.1% |
| 5 | 51 | < 0.1% |
| 6 | 104 | < 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30 | 28 | < 0.1% |
| 28 | 274 | |
| 24 | 13 | < 0.1% |
| 22 | 28 | < 0.1% |
| 20 | 10 | < 0.1% |
| 19 | 23 | < 0.1% |
| 18 | 13 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
num_failed_logins
Real number (ℝ)
Skewed  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00015181541 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 493958 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.015519597 |
|---|---|
| Coefficient of variation (CV) | 102.22676 |
| Kurtosis | 37221.597 |
| Mean | 0.00015181541 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 160.80262 |
| Sum | 75 |
| Variance | 0.00024085789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493958 | |
| 1 | 57 | < 0.1% |
| 2 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493958 | |
| 1 | 57 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 3 | < 0.1% |
| 1 | 57 | < 0.1% |
| 0 | 493958 |
logged_in
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
num_compromised
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010212116 |
| Minimum | 0 |
|---|---|
| Maximum | 884 |
| Zeros | 491797 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 884 |
| Range | 884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.7983263 |
|---|---|
| Coefficient of variation (CV) | 176.09731 |
| Kurtosis | 188121.35 |
| Mean | 0.010212116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 417.53023 |
| Sum | 5045 |
| Variance | 3.2339773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 491797 | |
| 1 | 2151 | 0.4% |
| 2 | 24 | < 0.1% |
| 4 | 16 | < 0.1% |
| 3 | 11 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 767 | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491797 | |
| 1 | 2151 | 0.4% |
| 2 | 24 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 767 | 1 | |
| 281 | 1 | |
| 275 | 1 | |
| 238 | 1 | |
| 102 | 1 | |
| 38 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 18 | 1 |
root_shell
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 55 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
su_attempted
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 6 |
| 2 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
num_root
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011351744 |
| Minimum | 0 |
|---|---|
| Maximum | 993 |
| Zeros | 493436 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 993 |
| Range | 993 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0127183 |
|---|---|
| Coefficient of variation (CV) | 177.30476 |
| Kurtosis | 188933.05 |
| Mean | 0.011351744 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 417.06584 |
| Sum | 5608 |
| Variance | 4.0510351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493436 | |
| 1 | 233 | < 0.1% |
| 9 | 167 | < 0.1% |
| 6 | 126 | < 0.1% |
| 2 | 22 | < 0.1% |
| 5 | 12 | < 0.1% |
| 4 | 10 | < 0.1% |
| 3 | 3 | < 0.1% |
| 16 | 1 | < 0.1% |
| 857 | 1 | < 0.1% |
| Other values (10) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493436 | |
| 1 | 233 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 10 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 126 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 167 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 993 | 1 | |
| 857 | 1 | |
| 306 | 1 | |
| 278 | 1 | |
| 268 | 1 | |
| 119 | 1 | |
| 54 | 1 | |
| 39 | 1 | |
| 16 | 1 | |
| 14 | 1 |
num_file_creations
Real number (ℝ)
Skewed  Zeros 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0010829499 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 493756 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.096415879 |
|---|---|
| Coefficient of variation (CV) | 89.030783 |
| Kurtosis | 43583.895 |
| Mean | 0.0010829499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 192.33477 |
| Sum | 535 |
| Variance | 0.0092960217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493756 | |
| 1 | 207 | < 0.1% |
| 2 | 36 | < 0.1% |
| 4 | 7 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| Other values (8) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493756 | |
| 1 | 207 | < 0.1% |
| 2 | 36 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 25 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 16 | 2 | |
| 15 | 1 | |
| 14 | 1 | |
| 12 | 1 | |
| 10 | 1 |
num_shells
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 48 |
| 2 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
num_access_files
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0010080543 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 493567 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03648169 |
|---|---|
| Coefficient of variation (CV) | 36.190203 |
| Kurtosis | 7571.4041 |
| Mean | 0.0010080543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 61.201452 |
| Sum | 498 |
| Variance | 0.0013309137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493567 | |
| 1 | 424 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493567 | |
| 1 | 424 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 25 | < 0.1% |
| 1 | 424 | 0.1% |
| 0 | 493567 |
num_outbound_cmds
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494021 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
is_host_login
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494021 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 494021 |
is_guest_login
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.3 MiB |
| 0 | |
|---|---|
| 1 | 685 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 494021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
count
Real number (ℝ)
High correlation 
| Distinct | 490 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 332.28569 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 117 |
| median | 510 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 394 |
Descriptive statistics
| Standard deviation | 213.14741 |
|---|---|
| Coefficient of variation (CV) | 0.64145829 |
| Kurtosis | -1.4722098 |
| Mean | 332.28569 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.54200562 |
| Sum | 1.6415611 × 108 |
| Variance | 45431.819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 227895 | |
| 1 | 39214 | 7.9% |
| 510 | 26598 | 5.4% |
| 2 | 11219 | 2.3% |
| 3 | 5812 | 1.2% |
| 509 | 5605 | 1.1% |
| 4 | 5400 | 1.1% |
| 5 | 4469 | 0.9% |
| 6 | 3708 | 0.8% |
| 7 | 3254 | 0.7% |
| Other values (480) | 160847 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 39214 | |
| 2 | 11219 | 2.3% |
| 3 | 5812 | 1.2% |
| 4 | 5400 | 1.1% |
| 5 | 4469 | 0.9% |
| 6 | 3708 | 0.8% |
| 7 | 3254 | 0.7% |
| 8 | 2921 | 0.6% |
| 9 | 2692 | 0.5% |
| Value | Count | Frequency (%) |
| 511 | 227895 | |
| 510 | 26598 | 5.4% |
| 509 | 5605 | 1.1% |
| 508 | 1426 | 0.3% |
| 507 | 541 | 0.1% |
| 506 | 163 | < 0.1% |
| 505 | 79 | < 0.1% |
| 504 | 161 | < 0.1% |
| 503 | 40 | < 0.1% |
| 502 | 42 | < 0.1% |
srv_count
Real number (ℝ)
High correlation 
| Distinct | 470 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292.90656 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 510 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 501 |
Descriptive statistics
| Standard deviation | 246.32282 |
|---|---|
| Coefficient of variation (CV) | 0.84096041 |
| Kurtosis | -1.9151417 |
| Mean | 292.90656 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.27384793 |
| Sum | 1.4470199 × 108 |
| Variance | 60674.93 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 226559 | |
| 1 | 37001 | 7.5% |
| 510 | 26898 | 5.4% |
| 2 | 18857 | 3.8% |
| 3 | 11280 | 2.3% |
| 4 | 9875 | 2.0% |
| 5 | 9160 | 1.9% |
| 6 | 8615 | 1.7% |
| 8 | 8150 | 1.6% |
| 7 | 7982 | 1.6% |
| Other values (460) | 129644 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 37001 | |
| 2 | 18857 | |
| 3 | 11280 | 2.3% |
| 4 | 9875 | 2.0% |
| 5 | 9160 | 1.9% |
| 6 | 8615 | 1.7% |
| 7 | 7982 | 1.6% |
| 8 | 8150 | 1.6% |
| 9 | 7557 | 1.5% |
| Value | Count | Frequency (%) |
| 511 | 226559 | |
| 510 | 26898 | 5.4% |
| 509 | 5433 | 1.1% |
| 508 | 1377 | 0.3% |
| 507 | 541 | 0.1% |
| 506 | 163 | < 0.1% |
| 505 | 79 | < 0.1% |
| 504 | 161 | < 0.1% |
| 503 | 40 | < 0.1% |
| 502 | 42 | < 0.1% |
serror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 92 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17668666 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 404787 |
| Zeros (%) | 81.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38071696 |
|---|---|
| Coefficient of variation (CV) | 2.1547578 |
| Kurtosis | 0.8855008 |
| Mean | 0.17668666 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6975981 |
| Sum | 87286.92 |
| Variance | 0.1449454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 404787 | |
| 1 | 86537 | 17.5% |
| 0.99 | 311 | 0.1% |
| 0.08 | 155 | < 0.1% |
| 0.05 | 150 | < 0.1% |
| 0.06 | 129 | < 0.1% |
| 0.07 | 129 | < 0.1% |
| 0.14 | 118 | < 0.1% |
| 0.04 | 115 | < 0.1% |
| 0.01 | 109 | < 0.1% |
| Other values (82) | 1481 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 404787 | |
| 0.01 | 109 | < 0.1% |
| 0.02 | 62 | < 0.1% |
| 0.03 | 92 | < 0.1% |
| 0.04 | 115 | < 0.1% |
| 0.05 | 150 | < 0.1% |
| 0.06 | 129 | < 0.1% |
| 0.07 | 129 | < 0.1% |
| 0.08 | 155 | < 0.1% |
| 0.09 | 102 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 86537 | |
| 0.99 | 311 | 0.1% |
| 0.98 | 18 | < 0.1% |
| 0.97 | 10 | < 0.1% |
| 0.96 | 8 | < 0.1% |
| 0.95 | 6 | < 0.1% |
| 0.94 | 6 | < 0.1% |
| 0.93 | 4 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.91 | 2 | < 0.1% |
srv_serror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17660881 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 405686 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38101658 |
|---|---|
| Coefficient of variation (CV) | 2.1574042 |
| Kurtosis | 0.88220351 |
| Mean | 0.17660881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6972073 |
| Sum | 87248.46 |
| Variance | 0.14517364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 405686 | |
| 1 | 87052 | 17.6% |
| 0.03 | 139 | < 0.1% |
| 0.04 | 120 | < 0.1% |
| 0.05 | 109 | < 0.1% |
| 0.06 | 98 | < 0.1% |
| 0.02 | 84 | < 0.1% |
| 0.5 | 78 | < 0.1% |
| 0.08 | 73 | < 0.1% |
| 0.07 | 68 | < 0.1% |
| Other values (41) | 514 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 405686 | |
| 0.01 | 10 | < 0.1% |
| 0.02 | 84 | < 0.1% |
| 0.03 | 139 | < 0.1% |
| 0.04 | 120 | < 0.1% |
| 0.05 | 109 | < 0.1% |
| 0.06 | 98 | < 0.1% |
| 0.07 | 68 | < 0.1% |
| 0.08 | 73 | < 0.1% |
| 0.09 | 48 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 87052 | |
| 0.95 | 5 | < 0.1% |
| 0.94 | 5 | < 0.1% |
| 0.93 | 2 | < 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 3 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.88 | 4 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.85 | 2 | < 0.1% |
rerror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 77 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057433409 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 464948 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23162347 |
|---|---|
| Coefficient of variation (CV) | 4.0329049 |
| Kurtosis | 12.457472 |
| Mean | 0.057433409 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.798979 |
| Sum | 28373.31 |
| Variance | 0.053649434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 464948 | |
| 1 | 26979 | 5.5% |
| 0.86 | 113 | < 0.1% |
| 0.87 | 102 | < 0.1% |
| 0.92 | 97 | < 0.1% |
| 0.25 | 92 | < 0.1% |
| 0.9 | 91 | < 0.1% |
| 0.95 | 91 | < 0.1% |
| 0.5 | 78 | < 0.1% |
| 0.91 | 75 | < 0.1% |
| Other values (67) | 1355 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 464948 | |
| 0.01 | 62 | < 0.1% |
| 0.02 | 35 | < 0.1% |
| 0.03 | 28 | < 0.1% |
| 0.04 | 13 | < 0.1% |
| 0.05 | 20 | < 0.1% |
| 0.06 | 18 | < 0.1% |
| 0.07 | 11 | < 0.1% |
| 0.08 | 14 | < 0.1% |
| 0.09 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26979 | |
| 0.99 | 49 | < 0.1% |
| 0.98 | 34 | < 0.1% |
| 0.97 | 36 | < 0.1% |
| 0.96 | 66 | < 0.1% |
| 0.95 | 91 | < 0.1% |
| 0.94 | 63 | < 0.1% |
| 0.93 | 64 | < 0.1% |
| 0.92 | 97 | < 0.1% |
| 0.91 | 75 | < 0.1% |
srv_rerror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057718943 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 464320 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23214698 |
|---|---|
| Coefficient of variation (CV) | 4.0220241 |
| Kurtosis | 12.472139 |
| Mean | 0.057718943 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7999865 |
| Sum | 28514.37 |
| Variance | 0.053892221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 464320 | |
| 1 | 28116 | 5.7% |
| 0.33 | 252 | 0.1% |
| 0.5 | 201 | < 0.1% |
| 0.25 | 173 | < 0.1% |
| 0.2 | 143 | < 0.1% |
| 0.17 | 128 | < 0.1% |
| 0.14 | 73 | < 0.1% |
| 0.04 | 63 | < 0.1% |
| 0.03 | 61 | < 0.1% |
| Other values (41) | 491 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 464320 | |
| 0.01 | 6 | < 0.1% |
| 0.02 | 54 | < 0.1% |
| 0.03 | 61 | < 0.1% |
| 0.04 | 63 | < 0.1% |
| 0.05 | 41 | < 0.1% |
| 0.06 | 54 | < 0.1% |
| 0.07 | 36 | < 0.1% |
| 0.08 | 28 | < 0.1% |
| 0.09 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 28116 | |
| 0.96 | 2 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.88 | 2 | < 0.1% |
| 0.87 | 1 | < 0.1% |
| 0.86 | 3 | < 0.1% |
| 0.85 | 1 | < 0.1% |
same_srv_rate
Real number (ℝ)
High correlation 
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79154734 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3627 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38818949 |
|---|---|
| Coefficient of variation (CV) | 0.49041854 |
| Kurtosis | -0.17102919 |
| Mean | 0.79154734 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.3421414 |
| Sum | 391041.01 |
| Variance | 0.15069108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0.06 | 11196 | 2.3% |
| 0.05 | 10582 | 2.1% |
| 0.04 | 10161 | 2.1% |
| 0.07 | 10028 | 2.0% |
| 0.03 | 9554 | 1.9% |
| 0.02 | 9377 | 1.9% |
| 0.01 | 8746 | 1.8% |
| 0.08 | 7298 | 1.5% |
| 0.09 | 4974 | 1.0% |
| Other values (89) | 30026 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 3627 | 0.7% |
| 0.01 | 8746 | |
| 0.02 | 9377 | |
| 0.03 | 9554 | |
| 0.04 | 10161 | |
| 0.05 | 10582 | |
| 0.06 | 11196 | |
| 0.07 | 10028 | |
| 0.08 | 7298 | |
| 0.09 | 4974 |
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0.99 | 144 | < 0.1% |
| 0.98 | 94 | < 0.1% |
| 0.97 | 35 | < 0.1% |
| 0.96 | 10 | < 0.1% |
| 0.95 | 12 | < 0.1% |
| 0.94 | 12 | < 0.1% |
| 0.93 | 6 | < 0.1% |
| 0.92 | 15 | < 0.1% |
| 0.91 | 7 | < 0.1% |
diff_srv_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 78 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.020982387 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 382021 |
| Zeros (%) | 77.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.07 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.082205493 |
|---|---|
| Coefficient of variation (CV) | 3.9178332 |
| Kurtosis | 105.1129 |
| Mean | 0.020982387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.6424263 |
| Sum | 10365.74 |
| Variance | 0.0067577431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 382021 | |
| 0.06 | 52812 | 10.7% |
| 0.07 | 28798 | 5.8% |
| 0.05 | 19218 | 3.9% |
| 0.08 | 3254 | 0.7% |
| 1 | 2358 | 0.5% |
| 0.04 | 955 | 0.2% |
| 0.67 | 664 | 0.1% |
| 0.5 | 590 | 0.1% |
| 0.09 | 402 | 0.1% |
| Other values (68) | 2949 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 382021 | |
| 0.01 | 105 | < 0.1% |
| 0.02 | 60 | < 0.1% |
| 0.03 | 98 | < 0.1% |
| 0.04 | 955 | 0.2% |
| 0.05 | 19218 | 3.9% |
| 0.06 | 52812 | 10.7% |
| 0.07 | 28798 | 5.8% |
| 0.08 | 3254 | 0.7% |
| 0.09 | 402 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2358 | |
| 0.99 | 8 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.96 | 32 | < 0.1% |
| 0.95 | 17 | < 0.1% |
| 0.89 | 3 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.82 | 1 | < 0.1% |
srv_diff_host_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 64 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028996804 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 459377 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.14 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.14239747 |
|---|---|
| Coefficient of variation (CV) | 4.9107987 |
| Kurtosis | 35.114936 |
| Mean | 0.028996804 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8690112 |
| Sum | 14325.03 |
| Variance | 0.020277039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 459377 | |
| 1 | 8099 | 1.6% |
| 0.12 | 1508 | 0.3% |
| 0.5 | 1418 | 0.3% |
| 0.67 | 1410 | 0.3% |
| 0.33 | 1243 | 0.3% |
| 0.11 | 1207 | 0.2% |
| 0.25 | 1120 | 0.2% |
| 0.1 | 1066 | 0.2% |
| 0.14 | 1045 | 0.2% |
| Other values (54) | 16528 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 459377 | |
| 0.01 | 416 | 0.1% |
| 0.02 | 496 | 0.1% |
| 0.03 | 167 | < 0.1% |
| 0.04 | 296 | 0.1% |
| 0.05 | 494 | 0.1% |
| 0.06 | 705 | 0.1% |
| 0.07 | 858 | 0.2% |
| 0.08 | 990 | 0.2% |
| 0.09 | 930 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 8099 | |
| 0.88 | 2 | < 0.1% |
| 0.86 | 3 | < 0.1% |
| 0.83 | 16 | < 0.1% |
| 0.8 | 75 | < 0.1% |
| 0.77 | 1 | < 0.1% |
| 0.75 | 359 | 0.1% |
| 0.71 | 12 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.67 | 1410 | 0.3% |
dst_host_count
Real number (ℝ)
High correlation 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.47078 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 255 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 64.74538 |
|---|---|
| Coefficient of variation (CV) | 0.27850976 |
| Kurtosis | 5.852867 |
| Mean | 232.47078 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.7306878 |
| Sum | 1.1484545 × 108 |
| Variance | 4191.9643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 432829 | |
| 1 | 2884 | 0.6% |
| 2 | 2023 | 0.4% |
| 3 | 1434 | 0.3% |
| 4 | 1317 | 0.3% |
| 5 | 1073 | 0.2% |
| 6 | 1007 | 0.2% |
| 7 | 866 | 0.2% |
| 8 | 842 | 0.2% |
| 9 | 814 | 0.2% |
| Other values (246) | 48932 | 9.9% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 2884 | |
| 2 | 2023 | |
| 3 | 1434 | |
| 4 | 1317 | |
| 5 | 1073 | 0.2% |
| 6 | 1007 | 0.2% |
| 7 | 866 | 0.2% |
| 8 | 842 | 0.2% |
| 9 | 814 | 0.2% |
| Value | Count | Frequency (%) |
| 255 | 432829 | |
| 254 | 70 | < 0.1% |
| 253 | 71 | < 0.1% |
| 252 | 78 | < 0.1% |
| 251 | 80 | < 0.1% |
| 250 | 83 | < 0.1% |
| 249 | 71 | < 0.1% |
| 248 | 88 | < 0.1% |
| 247 | 78 | < 0.1% |
| 246 | 61 | < 0.1% |
dst_host_srv_count
Real number (ℝ)
High correlation 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.66567 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 46 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 209 |
Descriptive statistics
| Standard deviation | 106.04044 |
|---|---|
| Coefficient of variation (CV) | 0.56205476 |
| Kurtosis | -0.8741455 |
| Mean | 188.66567 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0348572 |
| Sum | 93204803 |
| Variance | 11244.574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 337746 | |
| 1 | 11895 | 2.4% |
| 2 | 7243 | 1.5% |
| 3 | 5855 | 1.2% |
| 11 | 5627 | 1.1% |
| 8 | 5579 | 1.1% |
| 10 | 5550 | 1.1% |
| 5 | 5494 | 1.1% |
| 6 | 5394 | 1.1% |
| 12 | 5388 | 1.1% |
| Other values (246) | 98250 | 19.9% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 11895 | |
| 2 | 7243 | |
| 3 | 5855 | |
| 4 | 5382 | |
| 5 | 5494 | |
| 6 | 5394 | |
| 7 | 5265 | |
| 8 | 5579 | |
| 9 | 5261 |
| Value | Count | Frequency (%) |
| 255 | 337746 | |
| 254 | 1067 | 0.2% |
| 253 | 685 | 0.1% |
| 252 | 513 | 0.1% |
| 251 | 628 | 0.1% |
| 250 | 721 | 0.1% |
| 249 | 600 | 0.1% |
| 248 | 389 | 0.1% |
| 247 | 392 | 0.1% |
| 246 | 408 | 0.1% |
dst_host_same_srv_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7537797 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 11469 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.41 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.59 |
Descriptive statistics
| Standard deviation | 0.41078098 |
|---|---|
| Coefficient of variation (CV) | 0.54496158 |
| Kurtosis | -0.68724913 |
| Mean | 0.7537797 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1255329 |
| Sum | 372383 |
| Variance | 0.16874101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0.04 | 16092 | 3.3% |
| 0.02 | 15880 | 3.2% |
| 0.05 | 15414 | 3.1% |
| 0.07 | 15165 | 3.1% |
| 0.01 | 12839 | 2.6% |
| 0 | 11469 | 2.3% |
| 0.03 | 10656 | 2.2% |
| 0.06 | 9974 | 2.0% |
| 0.08 | 6199 | 1.3% |
| Other values (91) | 32505 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 11469 | |
| 0.01 | 12839 | |
| 0.02 | 15880 | |
| 0.03 | 10656 | |
| 0.04 | 16092 | |
| 0.05 | 15414 | |
| 0.06 | 9974 | |
| 0.07 | 15165 | |
| 0.08 | 6199 | 1.3% |
| 0.09 | 2905 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0.99 | 1045 | 0.2% |
| 0.98 | 1753 | 0.4% |
| 0.97 | 822 | 0.2% |
| 0.96 | 1473 | 0.3% |
| 0.95 | 1372 | 0.3% |
| 0.94 | 1109 | 0.2% |
| 0.93 | 1095 | 0.2% |
| 0.92 | 891 | 0.2% |
| 0.91 | 945 | 0.2% |
dst_host_diff_srv_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.030905731 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 347031 |
| Zeros (%) | 70.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.04 |
| 95-th percentile | 0.08 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.04 |
Descriptive statistics
| Standard deviation | 0.10925911 |
|---|---|
| Coefficient of variation (CV) | 3.535238 |
| Kurtosis | 50.290263 |
| Mean | 0.030905731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.8571685 |
| Sum | 15268.08 |
| Variance | 0.011937554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 347031 | |
| 0.07 | 45922 | 9.3% |
| 0.06 | 28224 | 5.7% |
| 0.05 | 18466 | 3.7% |
| 0.08 | 14540 | 2.9% |
| 0.01 | 13341 | 2.7% |
| 0.02 | 4543 | 0.9% |
| 0.09 | 3909 | 0.8% |
| 0.03 | 3519 | 0.7% |
| 0.04 | 2811 | 0.6% |
| Other values (91) | 11715 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 347031 | |
| 0.01 | 13341 | 2.7% |
| 0.02 | 4543 | 0.9% |
| 0.03 | 3519 | 0.7% |
| 0.04 | 2811 | 0.6% |
| 0.05 | 18466 | 3.7% |
| 0.06 | 28224 | 5.7% |
| 0.07 | 45922 | 9.3% |
| 0.08 | 14540 | 2.9% |
| 0.09 | 3909 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 2013 | |
| 0.99 | 6 | < 0.1% |
| 0.98 | 12 | < 0.1% |
| 0.97 | 11 | < 0.1% |
| 0.96 | 11 | < 0.1% |
| 0.95 | 14 | < 0.1% |
| 0.94 | 10 | < 0.1% |
| 0.93 | 8 | < 0.1% |
| 0.92 | 7 | < 0.1% |
| 0.91 | 61 | < 0.1% |
dst_host_same_src_port_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60193476 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142860 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.48130925 |
|---|---|
| Coefficient of variation (CV) | 0.79960369 |
| Kurtosis | -1.8193508 |
| Mean | 0.60193476 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.40059615 |
| Sum | 297368.41 |
| Variance | 0.2316586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 142860 | |
| 0.01 | 21912 | 4.4% |
| 0.02 | 7228 | 1.5% |
| 0.03 | 4419 | 0.9% |
| 0.04 | 2749 | 0.6% |
| 0.05 | 2176 | 0.4% |
| 0.06 | 1784 | 0.4% |
| 0.5 | 1642 | 0.3% |
| 0.08 | 1428 | 0.3% |
| Other values (91) | 18940 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 142860 | |
| 0.01 | 21912 | 4.4% |
| 0.02 | 7228 | 1.5% |
| 0.03 | 4419 | 0.9% |
| 0.04 | 2749 | 0.6% |
| 0.05 | 2176 | 0.4% |
| 0.06 | 1784 | 0.4% |
| 0.07 | 1412 | 0.3% |
| 0.08 | 1428 | 0.3% |
| 0.09 | 844 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0.99 | 613 | 0.1% |
| 0.98 | 466 | 0.1% |
| 0.97 | 220 | < 0.1% |
| 0.96 | 285 | 0.1% |
| 0.95 | 249 | 0.1% |
| 0.94 | 113 | < 0.1% |
| 0.93 | 151 | < 0.1% |
| 0.92 | 118 | < 0.1% |
| 0.91 | 116 | < 0.1% |
dst_host_srv_diff_host_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 65 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0066835013 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 441889 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.03 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.042132874 |
|---|---|
| Coefficient of variation (CV) | 6.3040123 |
| Kurtosis | 271.01788 |
| Mean | 0.0066835013 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.35258 |
| Sum | 3301.79 |
| Variance | 0.0017751791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 441889 | |
| 0.02 | 11738 | 2.4% |
| 0.01 | 10530 | 2.1% |
| 0.04 | 6673 | 1.4% |
| 0.03 | 6624 | 1.3% |
| 0.05 | 4622 | 0.9% |
| 0.06 | 1949 | 0.4% |
| 0.07 | 1545 | 0.3% |
| 0.5 | 763 | 0.2% |
| 0.08 | 685 | 0.1% |
| Other values (55) | 7003 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 441889 | |
| 0.01 | 10530 | 2.1% |
| 0.02 | 11738 | 2.4% |
| 0.03 | 6624 | 1.3% |
| 0.04 | 6673 | 1.4% |
| 0.05 | 4622 | 0.9% |
| 0.06 | 1949 | 0.4% |
| 0.07 | 1545 | 0.3% |
| 0.08 | 685 | 0.1% |
| 0.09 | 630 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0.8 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.67 | 41 | < 0.1% |
| 0.62 | 1 | < 0.1% |
| 0.6 | 12 | < 0.1% |
| 0.58 | 1 | < 0.1% |
| 0.57 | 11 | < 0.1% |
| 0.56 | 8 | < 0.1% |
dst_host_serror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17675396 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 399810 |
| Zeros (%) | 80.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3805931 |
|---|---|
| Coefficient of variation (CV) | 2.1532366 |
| Kurtosis | 0.88814719 |
| Mean | 0.17675396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6983685 |
| Sum | 87320.17 |
| Variance | 0.14485111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 399810 | |
| 1 | 86759 | 17.6% |
| 0.01 | 3670 | 0.7% |
| 0.02 | 989 | 0.2% |
| 0.03 | 425 | 0.1% |
| 0.09 | 269 | 0.1% |
| 0.04 | 200 | < 0.1% |
| 0.05 | 183 | < 0.1% |
| 0.07 | 131 | < 0.1% |
| 0.08 | 129 | < 0.1% |
| Other values (90) | 1456 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 399810 | |
| 0.01 | 3670 | 0.7% |
| 0.02 | 989 | 0.2% |
| 0.03 | 425 | 0.1% |
| 0.04 | 200 | < 0.1% |
| 0.05 | 183 | < 0.1% |
| 0.06 | 107 | < 0.1% |
| 0.07 | 131 | < 0.1% |
| 0.08 | 129 | < 0.1% |
| 0.09 | 269 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 86759 | |
| 0.99 | 35 | < 0.1% |
| 0.98 | 17 | < 0.1% |
| 0.97 | 11 | < 0.1% |
| 0.96 | 12 | < 0.1% |
| 0.95 | 8 | < 0.1% |
| 0.94 | 11 | < 0.1% |
| 0.93 | 7 | < 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 5 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 72 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17644262 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 400945 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38091945 |
|---|---|
| Coefficient of variation (CV) | 2.1588857 |
| Kurtosis | 0.88711562 |
| Mean | 0.17644262 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6989593 |
| Sum | 87166.36 |
| Variance | 0.14509963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 400945 | |
| 1 | 86997 | 17.6% |
| 0.01 | 4868 | 1.0% |
| 0.02 | 675 | 0.1% |
| 0.03 | 149 | < 0.1% |
| 0.04 | 85 | < 0.1% |
| 0.05 | 49 | < 0.1% |
| 0.06 | 30 | < 0.1% |
| 0.08 | 15 | < 0.1% |
| 0.07 | 14 | < 0.1% |
| Other values (62) | 194 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 400945 | |
| 0.01 | 4868 | 1.0% |
| 0.02 | 675 | 0.1% |
| 0.03 | 149 | < 0.1% |
| 0.04 | 85 | < 0.1% |
| 0.05 | 49 | < 0.1% |
| 0.06 | 30 | < 0.1% |
| 0.07 | 14 | < 0.1% |
| 0.08 | 15 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 86997 | |
| 0.98 | 5 | < 0.1% |
| 0.97 | 5 | < 0.1% |
| 0.96 | 7 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 2 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.91 | 3 | < 0.1% |
| 0.9 | 1 | < 0.1% |
dst_host_rerror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05811761 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 458792 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23058951 |
|---|---|
| Coefficient of variation (CV) | 3.9676357 |
| Kurtosis | 12.38272 |
| Mean | 0.05811761 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7812948 |
| Sum | 28711.32 |
| Variance | 0.053171521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 458792 | |
| 1 | 26040 | 5.3% |
| 0.01 | 1596 | 0.3% |
| 0.02 | 932 | 0.2% |
| 0.04 | 801 | 0.2% |
| 0.05 | 750 | 0.2% |
| 0.03 | 565 | 0.1% |
| 0.06 | 238 | < 0.1% |
| 0.85 | 131 | < 0.1% |
| 0.93 | 116 | < 0.1% |
| Other values (91) | 4060 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 458792 | |
| 0.01 | 1596 | 0.3% |
| 0.02 | 932 | 0.2% |
| 0.03 | 565 | 0.1% |
| 0.04 | 801 | 0.2% |
| 0.05 | 750 | 0.2% |
| 0.06 | 238 | < 0.1% |
| 0.07 | 97 | < 0.1% |
| 0.08 | 97 | < 0.1% |
| 0.09 | 68 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26040 | |
| 0.99 | 66 | < 0.1% |
| 0.98 | 64 | < 0.1% |
| 0.97 | 67 | < 0.1% |
| 0.96 | 81 | < 0.1% |
| 0.95 | 115 | < 0.1% |
| 0.94 | 63 | < 0.1% |
| 0.93 | 116 | < 0.1% |
| 0.92 | 103 | < 0.1% |
| 0.91 | 80 | < 0.1% |
dst_host_srv_rerror_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057411669 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 459805 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23014032 |
|---|---|
| Coefficient of variation (CV) | 4.0085984 |
| Kurtosis | 12.54256 |
| Mean | 0.057411669 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8057739 |
| Sum | 28362.57 |
| Variance | 0.052964569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 459805 | |
| 1 | 25695 | 5.2% |
| 0.01 | 1851 | 0.4% |
| 0.04 | 830 | 0.2% |
| 0.02 | 783 | 0.2% |
| 0.05 | 773 | 0.2% |
| 0.03 | 528 | 0.1% |
| 0.98 | 322 | 0.1% |
| 0.99 | 294 | 0.1% |
| 0.06 | 246 | < 0.1% |
| Other values (91) | 2894 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 459805 | |
| 0.01 | 1851 | 0.4% |
| 0.02 | 783 | 0.2% |
| 0.03 | 528 | 0.1% |
| 0.04 | 830 | 0.2% |
| 0.05 | 773 | 0.2% |
| 0.06 | 246 | < 0.1% |
| 0.07 | 94 | < 0.1% |
| 0.08 | 43 | < 0.1% |
| 0.09 | 31 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25695 | |
| 0.99 | 294 | 0.1% |
| 0.98 | 322 | 0.1% |
| 0.97 | 147 | < 0.1% |
| 0.96 | 103 | < 0.1% |
| 0.95 | 108 | < 0.1% |
| 0.94 | 100 | < 0.1% |
| 0.93 | 99 | < 0.1% |
| 0.92 | 61 | < 0.1% |
| 0.91 | 68 | < 0.1% |
outcome
Categorical
High correlation  Imbalance 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.0 MiB |
| smurf. | |
|---|---|
| neptune. | |
| normal. | |
| back. | 2203 |
| satan. | 1589 |
| Other values (18) | 4960 |
Length
| Max length | 16 |
|---|---|
| Median length | 6 |
| Mean length | 6.6584538 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal. |
|---|---|
| 2nd row | normal. |
| 3rd row | normal. |
| 4th row | normal. |
| 5th row | normal. |
Common Values
| Value | Count | Frequency (%) |
| smurf. | 280790 | |
| neptune. | 107201 | 21.7% |
| normal. | 97278 | 19.7% |
| back. | 2203 | 0.4% |
| satan. | 1589 | 0.3% |
| ipsweep. | 1247 | 0.3% |
| portsweep. | 1040 | 0.2% |
| warezclient. | 1020 | 0.2% |
| teardrop. | 979 | 0.2% |
| pod. | 264 | 0.1% |
| Other values (13) | 410 | 0.1% |
Length
| Value | Count | Frequency (%) |
| smurf | 280790 | |
| neptune | 107201 | 21.7% |
| normal | 97278 | 19.7% |
| back | 2203 | 0.4% |
| satan | 1589 | 0.3% |
| ipsweep | 1247 | 0.3% |
| portsweep | 1040 | 0.2% |
| warezclient | 1020 | 0.2% |
| teardrop | 979 | 0.2% |
| pod | 264 | 0.1% |
| Other values (13) | 410 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 494021 | |
| u | 388090 | |
| r | 382207 | |
| m | 378347 | |
| n | 314541 | |
| s | 284900 | |
| f | 280892 | |
| e | 222168 | |
| p | 113338 | 3.4% |
| t | 111892 | 3.4% |
| Other values (15) | 319020 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3289416 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 494021 | |
| u | 388090 | |
| r | 382207 | |
| m | 378347 | |
| n | 314541 | |
| s | 284900 | |
| f | 280892 | |
| e | 222168 | |
| p | 113338 | 3.4% |
| t | 111892 | 3.4% |
| Other values (15) | 319020 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3289416 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 494021 | |
| u | 388090 | |
| r | 382207 | |
| m | 378347 | |
| n | 314541 | |
| s | 284900 | |
| f | 280892 | |
| e | 222168 | |
| p | 113338 | 3.4% |
| t | 111892 | 3.4% |
| Other values (15) | 319020 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3289416 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 494021 | |
| u | 388090 | |
| r | 382207 | |
| m | 378347 | |
| n | 314541 | |
| s | 284900 | |
| f | 280892 | |
| e | 222168 | |
| p | 113338 | 3.4% |
| t | 111892 | 3.4% |
| Other values (15) | 319020 |
Interactions
Correlations
| count | diff_srv_rate | dst_bytes | dst_host_count | dst_host_diff_srv_rate | dst_host_rerror_rate | dst_host_same_src_port_rate | dst_host_same_srv_rate | dst_host_serror_rate | dst_host_srv_count | dst_host_srv_diff_host_rate | dst_host_srv_rerror_rate | dst_host_srv_serror_rate | duration | flag | hot | is_guest_login | land | logged_in | num_access_files | num_compromised | num_failed_logins | num_file_creations | num_root | num_shells | outcome | protocol_type | rerror_rate | root_shell | same_srv_rate | serror_rate | src_bytes | srv_count | srv_diff_host_rate | srv_rerror_rate | srv_serror_rate | su_attempted | urgent | wrong_fragment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 1.000 | -0.362 | -0.639 | 0.547 | -0.547 | -0.261 | 0.777 | 0.540 | -0.332 | 0.587 | -0.497 | -0.256 | -0.335 | -0.259 | 0.318 | -0.121 | 0.072 | 0.012 | 0.802 | -0.045 | -0.097 | -0.018 | -0.036 | -0.055 | 0.013 | 0.467 | 0.725 | -0.214 | 0.020 | 0.347 | -0.304 | 0.666 | 0.951 | -0.384 | -0.221 | -0.309 | 0.005 | 0.000 | 0.130 |
| diff_srv_rate | -0.362 | 1.000 | -0.223 | 0.186 | 0.851 | 0.299 | -0.727 | -0.869 | 0.807 | -0.844 | -0.177 | 0.299 | 0.796 | -0.051 | 0.081 | -0.041 | 0.009 | 0.000 | 0.025 | -0.015 | -0.035 | -0.006 | -0.009 | -0.011 | 0.007 | 0.250 | 0.154 | 0.346 | 0.003 | -0.982 | 0.828 | -0.740 | -0.512 | -0.138 | 0.333 | 0.815 | 0.000 | 0.000 | 0.000 |
| dst_bytes | -0.639 | -0.223 | 1.000 | -0.612 | -0.035 | -0.003 | -0.396 | 0.055 | -0.167 | 0.024 | 0.579 | 0.002 | -0.158 | 0.299 | 0.021 | 0.193 | 0.000 | 0.000 | 0.020 | 0.066 | 0.170 | 0.022 | 0.034 | -0.004 | 0.000 | 0.321 | 0.009 | -0.101 | 0.095 | 0.230 | -0.206 | -0.168 | -0.498 | 0.521 | -0.081 | -0.199 | 0.204 | 0.000 | 0.000 |
| dst_host_count | 0.547 | 0.186 | -0.612 | 1.000 | 0.044 | -0.125 | 0.190 | -0.070 | 0.124 | 0.023 | -0.919 | -0.125 | 0.114 | -0.161 | 0.070 | -0.074 | 0.076 | 0.031 | 0.680 | -0.024 | -0.042 | -0.028 | -0.050 | -0.079 | 0.025 | 0.252 | 0.293 | -0.068 | 0.026 | -0.190 | 0.165 | 0.130 | 0.443 | -0.445 | -0.073 | 0.160 | 0.013 | 0.006 | 0.056 |
| dst_host_diff_srv_rate | -0.547 | 0.851 | -0.035 | 0.044 | 1.000 | 0.287 | -0.766 | -0.980 | 0.719 | -0.955 | -0.089 | 0.271 | 0.701 | 0.232 | 0.143 | -0.017 | 0.039 | 0.015 | 0.110 | 0.027 | -0.039 | -0.003 | 0.027 | 0.047 | 0.002 | 0.297 | 0.353 | 0.309 | 0.006 | -0.845 | 0.720 | -0.713 | -0.674 | -0.050 | 0.300 | 0.708 | 0.000 | 0.021 | 0.088 |
| dst_host_rerror_rate | -0.261 | 0.299 | -0.003 | -0.125 | 0.287 | 1.000 | -0.299 | -0.278 | -0.088 | -0.312 | 0.115 | 0.951 | -0.112 | -0.008 | 0.332 | 0.199 | 0.014 | 0.000 | 0.116 | -0.005 | 0.214 | 0.032 | 0.001 | -0.000 | 0.004 | 0.251 | 0.229 | 0.910 | 0.025 | -0.282 | -0.103 | -0.297 | -0.313 | 0.023 | 0.905 | -0.123 | 0.015 | 0.000 | 0.214 |
| dst_host_same_src_port_rate | 0.777 | -0.727 | -0.396 | 0.190 | -0.766 | -0.299 | 1.000 | 0.771 | -0.659 | 0.769 | -0.175 | -0.297 | -0.653 | -0.065 | 0.230 | -0.087 | 0.046 | 0.002 | 0.498 | -0.033 | -0.079 | -0.007 | -0.015 | -0.016 | 0.042 | 0.346 | 0.698 | -0.278 | 0.016 | 0.733 | -0.650 | 0.815 | 0.812 | -0.223 | -0.282 | -0.646 | 0.001 | 0.014 | 0.164 |
| dst_host_same_srv_rate | 0.540 | -0.869 | 0.055 | -0.070 | -0.980 | -0.278 | 0.771 | 1.000 | -0.742 | 0.970 | 0.108 | -0.264 | -0.725 | -0.212 | 0.308 | 0.019 | 0.262 | 0.003 | 0.354 | -0.021 | 0.039 | 0.003 | -0.022 | -0.039 | 0.043 | 0.353 | 0.530 | -0.303 | 0.010 | 0.874 | -0.746 | 0.729 | 0.682 | 0.069 | -0.294 | -0.734 | 0.030 | 0.016 | 0.193 |
| dst_host_serror_rate | -0.332 | 0.807 | -0.167 | 0.124 | 0.719 | -0.088 | -0.659 | -0.742 | 1.000 | -0.723 | -0.119 | -0.097 | 0.968 | -0.057 | 0.341 | -0.005 | 0.041 | 0.031 | 0.193 | -0.011 | -0.005 | 0.015 | -0.002 | -0.008 | 0.007 | 0.362 | 0.416 | -0.094 | 0.026 | -0.830 | 0.974 | -0.646 | -0.449 | -0.098 | -0.096 | 0.967 | 0.086 | 0.000 | 0.115 |
| dst_host_srv_count | 0.587 | -0.844 | 0.024 | 0.023 | -0.955 | -0.312 | 0.769 | 0.970 | -0.723 | 1.000 | 0.044 | -0.301 | -0.708 | -0.217 | 0.306 | -0.018 | 0.160 | 0.011 | 0.371 | -0.024 | 0.003 | -0.015 | -0.027 | -0.039 | 0.039 | 0.359 | 0.541 | -0.330 | 0.010 | 0.849 | -0.724 | 0.742 | 0.721 | 0.035 | -0.323 | -0.713 | 0.016 | 0.000 | 0.162 |
| dst_host_srv_diff_host_rate | -0.497 | -0.177 | 0.579 | -0.919 | -0.089 | 0.115 | -0.175 | 0.108 | -0.119 | 0.044 | 1.000 | 0.121 | -0.104 | 0.101 | 0.103 | -0.014 | 0.000 | 0.120 | 0.030 | 0.012 | -0.021 | -0.003 | 0.031 | 0.061 | 0.010 | 0.341 | 0.089 | 0.073 | 0.025 | 0.179 | -0.154 | -0.140 | -0.392 | 0.433 | 0.075 | -0.148 | 0.002 | 0.000 | 0.153 |
| dst_host_srv_rerror_rate | -0.256 | 0.299 | 0.002 | -0.125 | 0.271 | 0.951 | -0.297 | -0.264 | -0.097 | -0.301 | 0.121 | 1.000 | -0.111 | -0.014 | 0.335 | 0.189 | 0.018 | 0.000 | 0.111 | -0.005 | 0.218 | 0.032 | -0.001 | -0.005 | 0.000 | 0.154 | 0.223 | 0.912 | 0.048 | -0.283 | -0.105 | -0.301 | -0.308 | 0.025 | 0.915 | -0.125 | 0.049 | 0.000 | 0.008 |
| dst_host_srv_serror_rate | -0.335 | 0.796 | -0.158 | 0.114 | 0.701 | -0.112 | -0.653 | -0.725 | 0.968 | -0.708 | -0.104 | -0.111 | 1.000 | -0.057 | 0.375 | -0.011 | 0.020 | 0.281 | 0.193 | -0.011 | -0.005 | 0.015 | -0.004 | -0.007 | 0.025 | 0.357 | 0.414 | -0.111 | 0.054 | -0.819 | 0.966 | -0.642 | -0.443 | -0.093 | -0.114 | 0.971 | 0.171 | 0.000 | 0.016 |
| duration | -0.259 | -0.051 | 0.299 | -0.161 | 0.232 | -0.008 | -0.065 | -0.212 | -0.057 | -0.217 | 0.101 | -0.014 | -0.057 | 1.000 | 0.080 | 0.109 | 0.027 | 0.000 | 0.011 | 0.019 | 0.011 | 0.014 | 0.061 | 0.013 | 0.000 | 0.075 | 0.141 | -0.026 | 0.031 | 0.062 | -0.074 | 0.014 | -0.250 | 0.124 | -0.026 | -0.074 | 0.060 | 0.000 | 0.000 |
| flag | 0.318 | 0.081 | 0.021 | 0.070 | 0.143 | 0.332 | 0.230 | 0.308 | 0.341 | 0.306 | 0.103 | 0.335 | 0.375 | 0.080 | 1.000 | 0.009 | 0.021 | 0.014 | 0.230 | 0.008 | 0.000 | 0.117 | 0.007 | 0.000 | 0.000 | 0.465 | 0.494 | 0.344 | 0.004 | 0.322 | 0.360 | 0.041 | 0.214 | 0.044 | 0.338 | 0.369 | 0.000 | 0.000 | 0.019 |
| hot | -0.121 | -0.041 | 0.193 | -0.074 | -0.017 | 0.199 | -0.087 | 0.019 | -0.005 | -0.018 | -0.014 | 0.189 | -0.011 | 0.109 | 0.009 | 1.000 | 0.973 | 0.000 | 0.091 | 0.004 | 0.812 | 0.113 | 0.029 | 0.003 | 0.016 | 0.182 | 0.034 | 0.013 | 0.027 | 0.041 | -0.035 | 0.114 | -0.115 | 0.032 | 0.052 | -0.035 | 0.000 | 0.000 | 0.000 |
| is_guest_login | 0.072 | 0.009 | 0.000 | 0.076 | 0.039 | 0.014 | 0.046 | 0.262 | 0.041 | 0.160 | 0.000 | 0.018 | 0.020 | 0.027 | 0.021 | 0.973 | 1.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.371 | 0.047 | 0.009 | 0.000 | 0.022 | 0.017 | 0.000 | 0.043 | 0.007 | 0.008 | 0.017 | 0.000 | 0.000 | 0.000 |
| land | 0.012 | 0.000 | 0.000 | 0.031 | 0.015 | 0.000 | 0.002 | 0.003 | 0.031 | 0.011 | 0.120 | 0.000 | 0.281 | 0.000 | 0.014 | 0.000 | 0.000 | 1.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.977 | 0.008 | 0.031 | 0.000 | 0.006 | 0.028 | 0.000 | 0.006 | 0.042 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 |
| logged_in | 0.802 | 0.025 | 0.020 | 0.680 | 0.110 | 0.116 | 0.498 | 0.354 | 0.193 | 0.371 | 0.030 | 0.111 | 0.193 | 0.011 | 0.230 | 0.091 | 0.089 | 0.002 | 1.000 | 0.073 | 0.008 | 0.003 | 0.015 | 0.008 | 0.024 | 0.827 | 0.528 | 0.118 | 0.025 | 0.221 | 0.193 | 0.000 | 0.481 | 0.461 | 0.143 | 0.201 | 0.012 | 0.006 | 0.021 |
| num_access_files | -0.045 | -0.015 | 0.066 | -0.024 | 0.027 | -0.005 | -0.033 | -0.021 | -0.011 | -0.024 | 0.012 | -0.005 | -0.011 | 0.019 | 0.008 | 0.004 | 0.000 | 0.000 | 0.073 | 1.000 | 0.007 | 0.006 | 0.031 | 0.015 | 0.029 | 0.061 | 0.027 | -0.008 | 0.277 | 0.015 | -0.014 | -0.001 | -0.040 | 0.024 | 0.002 | -0.014 | 0.580 | 0.028 | 0.000 |
| num_compromised | -0.097 | -0.035 | 0.170 | -0.042 | -0.039 | 0.214 | -0.079 | 0.039 | -0.005 | 0.003 | -0.021 | 0.218 | -0.005 | 0.011 | 0.000 | 0.812 | 0.000 | 0.000 | 0.008 | 0.007 | 1.000 | 0.005 | 0.031 | 0.029 | 0.000 | 0.000 | 0.000 | 0.009 | 0.286 | 0.035 | -0.031 | 0.119 | -0.091 | 0.036 | 0.054 | -0.030 | 0.645 | 0.000 | 0.000 |
| num_failed_logins | -0.018 | -0.006 | 0.022 | -0.028 | -0.003 | 0.032 | -0.007 | 0.003 | 0.015 | -0.015 | -0.003 | 0.032 | 0.015 | 0.014 | 0.117 | 0.113 | 0.000 | 0.000 | 0.003 | 0.006 | 0.005 | 1.000 | 0.015 | 0.010 | 0.000 | 0.420 | 0.010 | 0.035 | 0.135 | 0.006 | -0.004 | -0.008 | -0.018 | -0.003 | 0.035 | -0.004 | 0.291 | 0.333 | 0.000 |
| num_file_creations | -0.036 | -0.009 | 0.034 | -0.050 | 0.027 | 0.001 | -0.015 | -0.022 | -0.002 | -0.027 | 0.031 | -0.001 | -0.004 | 0.061 | 0.007 | 0.029 | 0.022 | 0.000 | 0.015 | 0.031 | 0.031 | 0.015 | 1.000 | 0.048 | 0.434 | 0.169 | 0.004 | -0.005 | 0.206 | 0.010 | -0.010 | 0.028 | -0.035 | 0.014 | -0.005 | -0.010 | 0.000 | 0.000 | 0.000 |
| num_root | -0.055 | -0.011 | -0.004 | -0.079 | 0.047 | -0.000 | -0.016 | -0.039 | -0.008 | -0.039 | 0.061 | -0.005 | -0.007 | 0.013 | 0.000 | 0.003 | 0.000 | 0.000 | 0.008 | 0.015 | 0.029 | 0.010 | 0.048 | 1.000 | 0.000 | 0.000 | 0.000 | -0.009 | 0.286 | 0.014 | -0.016 | -0.002 | -0.054 | 0.006 | -0.009 | -0.016 | 0.645 | 0.000 | 0.000 |
| num_shells | 0.013 | 0.007 | 0.000 | 0.025 | 0.002 | 0.004 | 0.042 | 0.043 | 0.007 | 0.039 | 0.010 | 0.000 | 0.025 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.024 | 0.029 | 0.000 | 0.000 | 0.434 | 0.000 | 1.000 | 0.369 | 0.009 | 0.000 | 0.246 | 0.007 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 |
| outcome | 0.467 | 0.250 | 0.321 | 0.252 | 0.297 | 0.251 | 0.346 | 0.353 | 0.362 | 0.359 | 0.341 | 0.154 | 0.357 | 0.075 | 0.465 | 0.182 | 0.371 | 0.977 | 0.827 | 0.061 | 0.000 | 0.420 | 0.169 | 0.000 | 0.369 | 1.000 | 0.756 | 0.284 | 0.600 | 0.336 | 0.358 | 0.030 | 0.356 | 0.191 | 0.193 | 0.366 | 0.204 | 0.281 | 0.985 |
| protocol_type | 0.725 | 0.154 | 0.009 | 0.293 | 0.353 | 0.229 | 0.698 | 0.530 | 0.416 | 0.541 | 0.089 | 0.223 | 0.414 | 0.141 | 0.494 | 0.034 | 0.047 | 0.008 | 0.528 | 0.027 | 0.000 | 0.010 | 0.004 | 0.000 | 0.009 | 0.756 | 1.000 | 0.223 | 0.013 | 0.486 | 0.418 | 0.000 | 0.720 | 0.194 | 0.225 | 0.415 | 0.004 | 0.001 | 0.152 |
| rerror_rate | -0.214 | 0.346 | -0.101 | -0.068 | 0.309 | 0.910 | -0.278 | -0.303 | -0.094 | -0.330 | 0.073 | 0.912 | -0.111 | -0.026 | 0.344 | 0.013 | 0.009 | 0.031 | 0.118 | -0.008 | 0.009 | 0.035 | -0.005 | -0.009 | 0.000 | 0.284 | 0.223 | 1.000 | 0.015 | -0.328 | -0.091 | -0.342 | -0.281 | -0.018 | 0.979 | -0.111 | 0.000 | 0.000 | 0.008 |
| root_shell | 0.020 | 0.003 | 0.095 | 0.026 | 0.006 | 0.025 | 0.016 | 0.010 | 0.026 | 0.010 | 0.025 | 0.048 | 0.054 | 0.031 | 0.004 | 0.027 | 0.000 | 0.000 | 0.025 | 0.277 | 0.286 | 0.135 | 0.206 | 0.286 | 0.246 | 0.600 | 0.013 | 0.015 | 1.000 | 0.011 | 0.002 | 0.000 | 0.011 | 0.000 | 0.009 | 0.002 | 0.330 | 0.095 | 0.000 |
| same_srv_rate | 0.347 | -0.982 | 0.230 | -0.190 | -0.845 | -0.282 | 0.733 | 0.874 | -0.830 | 0.849 | 0.179 | -0.283 | -0.819 | 0.062 | 0.322 | 0.041 | 0.022 | 0.006 | 0.221 | 0.015 | 0.035 | 0.006 | 0.010 | 0.014 | 0.007 | 0.336 | 0.486 | -0.328 | 0.011 | 1.000 | -0.852 | 0.744 | 0.517 | 0.141 | -0.317 | -0.839 | 0.000 | 0.000 | 0.030 |
| serror_rate | -0.304 | 0.828 | -0.206 | 0.165 | 0.720 | -0.103 | -0.650 | -0.746 | 0.974 | -0.724 | -0.154 | -0.105 | 0.966 | -0.074 | 0.360 | -0.035 | 0.017 | 0.028 | 0.193 | -0.014 | -0.031 | -0.004 | -0.010 | -0.016 | 0.000 | 0.358 | 0.418 | -0.091 | 0.002 | -0.852 | 1.000 | -0.657 | -0.428 | -0.121 | -0.095 | 0.991 | 0.000 | 0.000 | 0.171 |
| src_bytes | 0.666 | -0.740 | -0.168 | 0.130 | -0.713 | -0.297 | 0.815 | 0.729 | -0.646 | 0.742 | -0.140 | -0.301 | -0.642 | 0.014 | 0.041 | 0.114 | 0.000 | 0.000 | 0.000 | -0.001 | 0.119 | -0.008 | 0.028 | -0.002 | 0.000 | 0.030 | 0.000 | -0.342 | 0.000 | 0.744 | -0.657 | 1.000 | 0.723 | -0.104 | -0.333 | -0.652 | 0.000 | 0.000 | 0.000 |
| srv_count | 0.951 | -0.512 | -0.498 | 0.443 | -0.674 | -0.313 | 0.812 | 0.682 | -0.449 | 0.721 | -0.392 | -0.308 | -0.443 | -0.250 | 0.214 | -0.115 | 0.043 | 0.006 | 0.481 | -0.040 | -0.091 | -0.018 | -0.035 | -0.054 | 0.007 | 0.356 | 0.720 | -0.281 | 0.011 | 0.517 | -0.428 | 0.723 | 1.000 | -0.239 | -0.284 | -0.421 | 0.000 | 0.000 | 0.258 |
| srv_diff_host_rate | -0.384 | -0.138 | 0.521 | -0.445 | -0.050 | 0.023 | -0.223 | 0.069 | -0.098 | 0.035 | 0.433 | 0.025 | -0.093 | 0.124 | 0.044 | 0.032 | 0.007 | 0.042 | 0.461 | 0.024 | 0.036 | -0.003 | 0.014 | 0.006 | 0.000 | 0.191 | 0.194 | -0.018 | 0.000 | 0.141 | -0.121 | -0.104 | -0.239 | 1.000 | 0.011 | -0.112 | 0.000 | 0.000 | 0.121 |
| srv_rerror_rate | -0.221 | 0.333 | -0.081 | -0.073 | 0.300 | 0.905 | -0.282 | -0.294 | -0.096 | -0.323 | 0.075 | 0.915 | -0.114 | -0.026 | 0.338 | 0.052 | 0.008 | 0.000 | 0.143 | 0.002 | 0.054 | 0.035 | -0.005 | -0.009 | 0.000 | 0.193 | 0.225 | 0.979 | 0.009 | -0.317 | -0.095 | -0.333 | -0.284 | 0.011 | 1.000 | -0.115 | 0.000 | 0.000 | 0.008 |
| srv_serror_rate | -0.309 | 0.815 | -0.199 | 0.160 | 0.708 | -0.123 | -0.646 | -0.734 | 0.967 | -0.713 | -0.148 | -0.125 | 0.971 | -0.074 | 0.369 | -0.035 | 0.017 | 0.014 | 0.201 | -0.014 | -0.030 | -0.004 | -0.010 | -0.016 | 0.000 | 0.366 | 0.415 | -0.111 | 0.002 | -0.839 | 0.991 | -0.652 | -0.421 | -0.112 | -0.115 | 1.000 | 0.000 | 0.000 | 0.016 |
| su_attempted | 0.005 | 0.000 | 0.204 | 0.013 | 0.000 | 0.015 | 0.001 | 0.030 | 0.086 | 0.016 | 0.002 | 0.049 | 0.171 | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.580 | 0.645 | 0.291 | 0.000 | 0.645 | 0.042 | 0.204 | 0.004 | 0.000 | 0.330 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| urgent | 0.000 | 0.000 | 0.000 | 0.006 | 0.021 | 0.000 | 0.014 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.028 | 0.000 | 0.333 | 0.000 | 0.000 | 0.000 | 0.281 | 0.001 | 0.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| wrong_fragment | 0.130 | 0.000 | 0.000 | 0.056 | 0.088 | 0.214 | 0.164 | 0.193 | 0.115 | 0.162 | 0.153 | 0.008 | 0.016 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.985 | 0.152 | 0.008 | 0.000 | 0.030 | 0.171 | 0.000 | 0.258 | 0.121 | 0.008 | 0.016 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | outcome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | tcp | http | SF | 181 | 5450 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9 | 9 | 1.0 | 0.0 | 0.11 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 1 | 0 | tcp | http | SF | 239 | 486 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 19 | 19 | 1.0 | 0.0 | 0.05 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 2 | 0 | tcp | http | SF | 235 | 1337 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 29 | 29 | 1.0 | 0.0 | 0.03 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 3 | 0 | tcp | http | SF | 219 | 1337 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 39 | 39 | 1.0 | 0.0 | 0.03 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 4 | 0 | tcp | http | SF | 217 | 2032 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 49 | 49 | 1.0 | 0.0 | 0.02 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 5 | 0 | tcp | http | SF | 217 | 2032 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 59 | 59 | 1.0 | 0.0 | 0.02 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 6 | 0 | tcp | http | SF | 212 | 1940 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1 | 69 | 1.0 | 0.0 | 1.00 | 0.04 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 7 | 0 | tcp | http | SF | 159 | 4087 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 11 | 79 | 1.0 | 0.0 | 0.09 | 0.04 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 8 | 0 | tcp | http | SF | 210 | 151 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8 | 89 | 1.0 | 0.0 | 0.12 | 0.04 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 9 | 0 | tcp | http | SF | 212 | 786 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8 | 99 | 1.0 | 0.0 | 0.12 | 0.05 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | outcome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 494011 | 0 | tcp | http | SF | 308 | 662 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 10 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.30 | 36 | 255 | 1.0 | 0.0 | 0.03 | 0.06 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494012 | 0 | tcp | http | SF | 291 | 1862 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 11 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.18 | 46 | 255 | 1.0 | 0.0 | 0.02 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494013 | 0 | tcp | http | SF | 289 | 244 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.00 | 56 | 255 | 1.0 | 0.0 | 0.02 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494014 | 0 | tcp | http | SF | 306 | 662 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.00 | 66 | 255 | 1.0 | 0.0 | 0.02 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494015 | 0 | tcp | http | SF | 289 | 1862 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 12 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.25 | 76 | 255 | 1.0 | 0.0 | 0.01 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494016 | 0 | tcp | http | SF | 310 | 1881 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 5 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.40 | 86 | 255 | 1.0 | 0.0 | 0.01 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494017 | 0 | tcp | http | SF | 282 | 2286 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.00 | 6 | 255 | 1.0 | 0.0 | 0.17 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
| 494018 | 0 | tcp | http | SF | 203 | 1200 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 18 | 0.17 | 0.11 | 0.0 | 0.0 | 1.0 | 0.0 | 0.17 | 16 | 255 | 1.0 | 0.0 | 0.06 | 0.05 | 0.06 | 0.01 | 0.0 | 0.0 | normal. |
| 494019 | 0 | tcp | http | SF | 291 | 1200 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 12 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.17 | 26 | 255 | 1.0 | 0.0 | 0.04 | 0.05 | 0.04 | 0.01 | 0.0 | 0.0 | normal. |
| 494020 | 0 | tcp | http | SF | 219 | 1234 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 35 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 0.0 | 0.14 | 6 | 255 | 1.0 | 0.0 | 0.17 | 0.05 | 0.00 | 0.01 | 0.0 | 0.0 | normal. |
Duplicate rows
Most frequently occurring
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | outcome | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 473 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 193081 |
| 366 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 33368 |
| 471 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 26185 |
| 468 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 509 | 509 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 5194 |
| 465 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 508 | 508 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 1292 |
| 304 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 449 | 449 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 944 |
| 335 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 480 | 480 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 833 |
| 306 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 451 | 451 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 819 |
| 333 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 478 | 478 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 773 |
| 337 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 482 | 482 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 699 |